ai model report

Is Qwen/Qwen3-VL-Reranker-8B safe to load?

CLEAN risk. 5 of 68 tracked dependencies carry advisories. Driven by No version-matched advisories and no malicious packages..

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// posture

fig. 01 — posture on eight axes, 100 is clean. Weakest: code execution at 70.

// the finding

not scoredno advisory applies to a version this model pinsCLEAN

INFOconfig.json was authored against transformers 4.57.0, which has known advisories. Consumers normally install a current version — this only bites if you pin for reproducibility.

1 more finding on this model.

Author: Qwen
Task: text-ranking
Loader: transformers
License: apache-2.0
Downloads: 101,587
Remote code: not required

// dependencies

13 direct, 9 with findings, 59 reachable

Package	Evidence	Advisories	Worst
pillow	direct, runtime	71	none pinned
transformers	direct, runtime	23	none pinned
torch	direct, install	13	hidden
numpy	direct, install	8	hidden
scipy	direct, install	3	hidden
huggingface-hub	direct, install	0	hidden
qwen-vl-utils	direct, install	0	hidden
safetensors	direct, install	0	hidden

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Risk computed 2026-09-24 at 07:56 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.